53 citations · 54 across the 3 of their papers we have counts for
3 papers
math.ST2026
A New Look at the Visual Performance of Nonparametric Hazard Rate Estimators
Olaf Gefeller, Nils Lid Hjort
Nonparametric curve estimation by kernel methods has attracted widespread interest in theoretical and applied statistics. One area of conflict between theory and application relate…
stat.AP2017★ 1 cited
An update on statistical boosting in biomedicine
Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann +3
Statistical boosting algorithms have triggered a lot of research during the last decade. They combine a powerful machine-learning approach with classical statistical modelling, off…
stat.ME2014★ 53 cited
Extending Statistical Boosting - An Overview of Recent Methodological Developments
Andreas Mayr, Harald Binder, Olaf Gefeller +1
Boosting algorithms to simultaneously estimate and select predictor effects in statistical models have gained substantial interest during the last decade. This review article aims…